Parallel Asynchronous Stochastic Dual Coordinate Descent Algorithms for High Efficiency and Stable Convergence.
Yung-Chen ChenPangfeng LiuJan-Jan WuPublished in: PDP (2021)
Keyphrases
- high efficiency
- real and synthetic datasets
- computational complexity
- convergence analysis
- data structure
- learning algorithm
- computational cost
- high accuracy
- convergence rate
- stopping criteria
- stochastic approximation
- computationally efficient
- convergence speed
- logistic regression
- memory space
- parallel architectures
- linear programming
- optimization problems
- parallel implementations
- decision trees